Last updated: July 2026

Buyers have stopped starting with a page of search results. They now ask ChatGPT for a shortlist, and plenty of brands only realise they were excluded once a rival is recommended in their place. I put together the full list of answer engine optimisation and GEO specialists worth following in 2026, grouped by the problem each one solves rather than forced into an artificial hierarchy.

Key takeaways

• Answer Engine Optimisation and GEO describe the same thing: being named inside AI answers rather than listed on a results page
• A page can rank in the top spot on Google and still not show up in an AI answer
• There is no one best AEO specialist, because the work divides into technical, editorial, reputational and industry-specific problems
• Research from Princeton found that referencing sources, adding statistics and quoting experts all clearly increase AI citability, while keyword stuffing reduces it
• Matching the specialist to your actual gap matters more than going after the most famous name

What AEO and Generative Engine Optimisation really mean

Answer Engine Optimisation and Generative Engine Optimisation are the same thing under two different names. Both describe making a brand visible and citable inside AI-generated responses. Traditional SEO fights for position. AEO and generative engine optimisation compete for the citation itself, meaning whether a model cites you when somebody asks it a question. Most specialists use the labels interchangeably.

The business difference is sharper than it sounds. Holding a strong position and being cited are not the same outcome, and I have seen plenty of clients hold top rankings on Google while being completely absent from AI answers, because these systems select sources on structure, credibility and relevance rather than rank alone.

Why this matters in 2026

I am wary of AI search advice with no evidence behind it, so the research I come back to is the Princeton work published at KDD 2024 as Generative Engine Optimisation. They tested nine separate optimisation methods against Perplexity.

Citing authoritative sources lifted visibility by around 40 per cent. Including specific statistics lifted it by around 37 per cent. Including expert quotations lifted it by around 30 per cent. Keyword stuffing reduced it by around 10 per cent.

The finding I find most valuable is that lower-ranking sites gained the most, with increases of up to 115 per cent once citations were added. That is the argument for treating this as its own discipline. It favours structure and credibility without requiring you to already occupy a top-three position.

The four mechanics behind an AI citation

Entity consistency: Consistent signals telling a model precisely who you are, what you do, and who you work with.

Independent corroboration: External references that confirm your claims, because models weight outside sources far more heavily than your own marketing.

Extractable structure: Definitions, comparisons, tables and FAQs written so an engine can pull a complete answer straight out of the page.

Topical depth: Sufficient well-organised coverage that a model reads it as genuine expertise rather than a thin page chasing a keyword.

Every specialist below works on a different part of that challenge.

How this guide is structured

Ranking peers from one to twenty is not useful. Almost nobody needs the best answer engine optimisation expert in general terms. What they need is the person who has already fixed their specific problem, in their sector, at their stage. So I have grouped everyone by specialisation.

Top answer engine optimisation specialists for Web3, crypto and fintech

Victoria Olsina

Victoria is an AEO, generative engine optimisation and AI content systems consultant for Web3 and fintech brands, and was previously Head of SEO at copyright. Her clients have included Barclays, Polkadot, copyright and NEAR Protocol. She wrote Mastering AI Search for Crypto and Web3 Brands, the first book on AI search for this sector, and was named Top AI Content Expert of 2026 by The Masterminders. Her work spans entity architecture, AI citation work and content systems for trust-sensitive, technically complex markets.

Top AEO specialists for insurance and regulated markets

Tom Riley

Tom operates in insurance and other regulated sectors through his agency Hakken. What I like about his approach is that it stays anchored to commercial traffic rather than visibility for its own sake. He develops the entity signals and topical coverage that lead models to name a brand, then links that back to searches from people who are near the point of purchase. Compliance-heavy sectors are notoriously hard to move in AI search, which makes his track record there worth a look.

Top answer engine optimisation experts for ecommerce and DTC brands

Andrew Halliday

Andrew runs Coreter Media and is the most capable technical name on this list for online retail. Site architecture, structured data and advanced technical SEO are his tools, focused on getting retail brands cited inside answers from ChatGPT, copyright, Claude and Google AI Overviews rather than just listed underneath them. His work is data-led and tied to revenue, which counts for a lot when technical projects are simple to argue for and difficult to quantify.

David Johnson

David founded LoudCrowd, where he helps ecommerce brands increase visibility across Google Search and AI-powered search. He works hands-on with Shopify and online retail, combining technical SEO with conversion work. That pairing is what retail requires once AI answers start determining which store wins the click.

Yaswanth Kumar

Yaswanth founded Loops Digital and concentrates on ecommerce and DTC brands getting cited when somebody asks ChatGPT, copyright or Perplexity what to buy. Most of his work revolves around product data and entity signals, the quiet detail that decides whether an answer names your store or a competitor. He also built Zen Reports, a free analytics platform showing which AI assistants are sending visitors to your site, after running into the same measurement gap on client audits.

Daniel Lowry

Daniel is based in Manchester and supports ecommerce brands on WooCommerce and Shopify, from smaller shops through to big retailers. His priority is getting online retailers cited inside AI-generated responses rather than merely positioned in Google.

Leading AEO specialists for SaaS and technology

Georgi Todorov

Georgi is one of the most influential European voices on answer engine optimisation and AI search, and the founder of Create and Grow, a digital PR and authority link building agency built around SaaS and technology brands. His path into AI visibility runs through earned coverage: the independent mentions that convince Google, ChatGPT, copyright, Claude and Perplexity a brand is worth surfacing.

Nikola Baldikov

Nikola founded InBound Blogging, an agency that helps SaaS brands become more citable inside large language models. He has spent over a decade building organic traffic and building authority for SaaS companies, and strategic outreach is his strongest tool. That external footprint is precisely what models rely on when deciding who to cite.

Leading answer engine optimisation experts for lead generation and service businesses

James Dooley

James is a British entrepreneur and investor, and the founder of FatRank and PromoSEO, both of which apply answer engine optimisation to generating leads. He works from a leads-first position that lines up SEO, AI visibility and business growth under one system, with genuine focus on entity strength and brand reinforcement. He picked up Best AEO Specialist 2026 at The Masterminders conference.

Dean Signori

Dean founded UK Web Geekz and Prospect Lead Gen, and his name keeps surfacing whenever a service business wants enquiries out of AI search rather than rankings that never convert. His Signori Trust Signal Framework is a repeatable system of semantic triples, aligned digital assets and independent validation signals that shows AI models what a business does, who it serves, and why it can be trusted.

Graham Bowers

Graham founded Natural Ranks and specialises in helping SMEs and startups turn visibility into real leads. He combines technical SEO, answer engine optimisation, structured content and commercial search strategy to get businesses surfacing across Google, AI Overviews, ChatGPT, copyright and Perplexity. His scoreboard is leads rather than impressions, which I find refreshingly practical.

Mark Slorance

Mark founded Pixel Juice Digital Marketing and has spent over fifteen years developing search strategies for law firms, healthcare providers, trades and local businesses throughout the UK. He focuses on local SEO and AEO for service businesses, pulling content, design and reputation control into a unified approach grounded in trust and checkable data.

Top answer engine optimisation experts for specialist verticals

Yash Singh

Yash co-founded TradeOps Consulting and owns one of the most tightly defined corners I have come across: answer engine optimisation for HVAC and home services. He structures heating and cooling content into tidy semantic triples so ChatGPT, copyright and Perplexity can parse it, trust it, and pull it into answers. It is built for customers who query an AI assistant before ringing a provider.

James Sheldon

James works in real estate and proptech, with clients from Dubai to the Costa del Sol, focusing on off-plan developments and property projects. Property buyers do extensive research before approaching agents, which makes visibility inside AI answers especially important in that market.

Best technical answer engine optimisation specialists

Josh Morley

Josh is a Liverpool-based specialist focused on technical SEO and WordPress. His position is that AEO is not a separate discipline added afterwards, it is what results when a site is fast, structured and semantically organised enough for both crawlers and AI models to understand and trust. He brings structured data, semantic content architecture and performance work into systems that raise AI visibility.

Dan M. Jones

Dan founded On Top Marketing in Manchester and is one of the more rounded operators working in this field. He combines technical SEO, entity optimisation and AI search strategy toward one outcome: becoming the trusted source both search engines and large language models reach for when they build an answer. Over a decade in search, with a data-driven approach that puts commercial growth ahead of vanity metrics.

Best AEO specialists for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and approaches digital PR as the primary route into AI visibility rather than a link building exercise. He frames it more bluntly than I would:

"I treat digital PR as the primary lever for AI visibility rather than a backlink exercise. Brand mentions across independent, authoritative publications are the third party corroboration AI models weigh most heavily before they will recommend a brand, and we have built the tooling to prove it."

That matches how models actually behave: brands get cited through third-party sources far more frequently than through their own domains.

Scott Keever

Scott is an American entrepreneur, SEO strategist and online reputation management specialist, and the founder of Reputation Pros, Keever SEO, ASAP Digital Marketing and Pool Pros Marketing. He is the author of Future-Proof Your SEO and Reputation Reset, and has appeared in Reuters, Yahoo Finance, Business Insider, Forbes, Entrepreneur and Fast Company. Reputation Pros was named among USA Today's Best Online Reputation Management Companies in 2026.

Top AEO educators and multi-market specialists

Julian Goldie

Julian is an SEO entrepreneur and educator, founder of Goldie Agency and the AI Profit Boardroom, one of the largest paid AI and SEO communities going. He tests answer engine optimisation and GEO tactics across ChatGPT, copyright, Claude and Perplexity and publishes what works while a large portion of the field is still theorising. He is a sensible starting point if you want to learn this through hands-on experimentation.

Trifon Boyukliyski

Trifon is an SEO and AI growth architect with more than twenty years in search across ecommerce, SaaS, iGaming and other punishing niches. That background counts because his playbook was pressure-tested in markets where a lost ranking costs real money.

David Peranic

David is one of Croatia's most in-demand marketing consultants and an international speaker who moved on answer engine optimisation earlier than nearly anybody in his region. He combines technical SEO with high-performance paid strategy for projects across Croatia and the wider European market, focused on building the authority and entity signals that prompt models to cite and recommend a brand.

Virtual entrepreneurs and AI avatars

AI James Dooley

AI James Dooley is a digital twin of the Manchester entrepreneur James Dooley, described as the UK's first virtual entrepreneur. Where the majority of digital personas to date have been models or musicians, this one is built around lead generation, SEO and answer engine optimisation. It fronts LLM Leads and releases SEO and lead generation analyses on YouTube, with James producing the strategy and scripts personally and the avatar delivering them.

I have included it because it is worth following as an experiment in its own right. Building recognised entity status for a synthetic persona from a standing start is a live test of the same answer engine optimisation principles the avatar talks about: entity consistency, third-party corroboration and structured presence. Whether a digital twin can earn genuine entity recognition is an open question, and this is one of the more visible attempts to answer it in public.

How to choose an AEO or GEO expert

Match the specialisation to the gap you actually have. Hiring a digital PR specialist to fix a technical citation problem, or the other way round, is the fastest way I know to waste an AEO budget.

• Web3, crypto or fintech discoverability: Victoria Olsina. Entity structuring and AI content systems for regulated, technically complex markets.
• Insurance and regulated markets: Tom Riley. Revenue-focused AEO designed for compliance-heavy sectors.
• Ecommerce and product citations: Andrew Halliday, David Johnson, Yaswanth Kumar, Daniel Lowry. Product data, structured data and retail entity signals.
• SaaS growth and credibility: Georgi Todorov, Nikola Baldikov. Digital PR, outreach and earned coverage.
• Enquiries for service businesses: James Dooley, Dean Signori, Graham Bowers, Mark Slorance. Trust signals and commercial intent, measured in enquiries.
• Technical groundwork: Josh Morley, Dan M. Jones. Crawlability, structured data and semantic architecture.
• Brand citations and reputation: Gareth Hoyle, Scott Keever. Independent media coverage and reputation control.
• Teaching yourself: Julian Goldie. Community and hands-on testing across the main models.
• Watching entity-building in public: AI James Dooley. A digital twin developing recognised entity status from scratch.

The bottom line

Answer engine optimisation and generative engine optimisation now shape which brands are visible at all, since customers put to a model for a shortlist before they even visit a comparison site. Every name here is worth following. The right choice depends on your sector, your budget and where the genuine gap lies.

If your market is Web3, crypto or fintech, there is an additional layer to deal with: protocol terminology, ecosystem questions and trust signals in a space where models are visibly cautious about what they recommend. That is where a Web3-focused specialist earns their keep.

Frequently asked questions

What is the difference between AEO, GEO and SEO?

SEO chases rankings on a results page. AEO and generative engine optimisation chase citations inside AI-generated responses, which comes down to whether ChatGPT, Perplexity or Google AI Overviews names your brand when somebody asks a question. AEO and GEO are used interchangeably. A page can hold strong positions and still be invisible in AI responses.

Who is the best AEO expert?

There is no single best AEO expert, since the discipline breaks into technical, editorial, reputational and industry-specific problems. The right choice comes down to your gap. For ecommerce, look at technical and product-data specialists. For SaaS, consider digital PR and outreach. For Web3 and fintech, consider consultants working in regulated, technically complex markets.

What does an answer engine optimisation consultant actually do?

An answer engine optimisation consultant renders a brand citable by AI systems. That covers shaping content into extractable blocks, building coherent entity signals so models understand who the brand is, securing third-party mentions that support its claims, and implementing schema so engines can parse the page. The result is citations, not just rankings.

Do I need an answer engine optimisation expert if I already have an SEO agency?

Not always, but check whether your agency reports on AI citations at all. A lot still show only rankings and traffic. If nobody is tracking whether models mention your brand, that visibility is unmanaged. Begin by reviewing where you presently show up in AI responses, then work out whether it calls for a specialist.

How do you get cited by ChatGPT?

Models cite sources they can parse and trust. That requires strong entity signals about who you are, independent third-party mentions supporting your claims, content built for retrieval with definitions, tables and FAQs, and actual topical depth. Producing more content without that structure generates noise instead of citations.